Vektis Postal Code 2017

Dataset statistics

Number of variables	27
Number of observations	136916
Missing cells	3
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	28.2 MiB
Average record size in memory	216.0 B

Variable types

Categorical	2
Numeric	25

Warnings

`LEEFTIJDSKLASSE` has a high cardinality: 91 distinct values	High cardinality
`AANTAL_BSN` is highly correlated with `AANTAL_VERZEKERDEJAREN` and 1 other fields	High correlation
`AANTAL_VERZEKERDEJAREN` is highly correlated with `AANTAL_BSN` and 3 other fields	High correlation
`KOSTEN_HUISARTS_INSCHRIJFTARIEF` is highly correlated with `AANTAL_VERZEKERDEJAREN` and 1 other fields	High correlation
`KOSTEN_HUISARTS_OVERIG` is highly correlated with `AANTAL_VERZEKERDEJAREN` and 1 other fields	High correlation
`KOSTEN_KRAAMZORG` is highly correlated with `KOSTEN_VERLOSKUNDIGE_ZORG`	High correlation
`KOSTEN_VERLOSKUNDIGE_ZORG` is highly correlated with `KOSTEN_KRAAMZORG`	High correlation
`KOSTEN_GRENSOVERSCHRIJDENDE_ZORG` is highly correlated with `AANTAL_BSN` and 1 other fields	High correlation
`AANTAL_BSN` is highly skewed (γ1 = 359.9627084)	Skewed
`AANTAL_VERZEKERDEJAREN` is highly skewed (γ1 = 339.5691361)	Skewed
`KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG` is highly skewed (γ1 = 52.17140102)	Skewed
`KOSTEN_FARMACIE` is highly skewed (γ1 = 29.41423327)	Skewed
`KOSTEN_SPECIALISTISCHE_GGZ` is highly skewed (γ1 = 27.03511978)	Skewed
`KOSTEN_HUISARTS_INSCHRIJFTARIEF` is highly skewed (γ1 = 190.2163179)	Skewed
`KOSTEN_HUISARTS_CONSULT` is highly skewed (γ1 = 44.70295717)	Skewed
`KOSTEN_HUISARTS_OVERIG` is highly skewed (γ1 = 195.4210711)	Skewed
`KOSTEN_ZIEKENVERVOER_LIGGEND` is highly skewed (γ1 = 80.99502686)	Skewed
`KOSTEN_GENERALISTISCHE_BASIS_GGZ` is highly skewed (γ1 = 26.69994527)	Skewed
`KOSTEN_GRENSOVERSCHRIJDENDE_ZORG` is highly skewed (γ1 = 366.9142618)	Skewed
`KOSTEN_SPECIALISTISCHE_GGZ` has 52814 (38.6%) zeros	Zeros
`KOSTEN_HUISARTS_MDZ` has 11082 (8.1%) zeros	Zeros
`KOSTEN_HULPMIDDELEN` has 6525 (4.8%) zeros	Zeros
`KOSTEN_MONDZORG` has 27688 (20.2%) zeros	Zeros
`KOSTEN_PARAMEDISCHE_ZORG_FYSIOTHERAPIE` has 29337 (21.4%) zeros	Zeros
`KOSTEN_PARAMEDISCHE_ZORG_OVERIG` has 22856 (16.7%) zeros	Zeros
`KOSTEN_ZIEKENVERVOER_ZITTEND` has 88328 (64.5%) zeros	Zeros
`KOSTEN_ZIEKENVERVOER_LIGGEND` has 32887 (24.0%) zeros	Zeros
`KOSTEN_KRAAMZORG` has 119707 (87.4%) zeros	Zeros
`KOSTEN_VERLOSKUNDIGE_ZORG` has 118983 (86.9%) zeros	Zeros
`KOSTEN_GENERALISTISCHE_BASIS_GGZ` has 75148 (54.9%) zeros	Zeros
`KOSTEN_LANGDURIGE_GGZ` has 134601 (98.3%) zeros	Zeros
`KOSTEN_GRENSOVERSCHRIJDENDE_ZORG` has 53547 (39.1%) zeros	Zeros
`KOSTEN_EERSTELIJNS_ONDERSTEUNING` has 58122 (42.5%) zeros	Zeros
`KOSTEN_GERIATRISCHE_REVALIDATIEZORG` has 113073 (82.6%) zeros	Zeros
`KOSTEN_VERPLEGING_EN_VERZORGING` has 63022 (46.0%) zeros	Zeros
`KOSTEN_OVERIG` has 48825 (35.7%) zeros	Zeros

Reproduction

Analysis started	2021-03-01 18:05:00.073036
Analysis finished	2021-03-01 18:07:15.030017
Duration	2 minutes and 14.96 seconds
Software version	pandas-profiling v2.12.0
Download configuration	config.yaml

GESLACHT
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	1.0 MiB

V	68671
M	68244

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	136915
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M
2nd row	M
3rd row	M
4th row	M
5th row	M

Value	Count	Frequency (%)
V	68671	50.2%
M	68244	49.8%
(Missing)	1	< 0.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
v	68671	50.2%
m	68244	49.8%

Most occurring characters

Value	Count	Frequency (%)
V	68671	50.2%
M	68244	49.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	136915	100.0%

Most frequent character per category

Value	Count	Frequency (%)
V	68671	50.2%
M	68244	49.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	136915	100.0%

Most frequent character per script

Value	Count	Frequency (%)
V	68671	50.2%
M	68244	49.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	136915	100.0%

Most frequent character per block

Value	Count	Frequency (%)
V	68671	50.2%
M	68244	49.8%

LEEFTIJDSKLASSE
Categorical

HIGH CARDINALITY

Distinct	91
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	1.0 MiB

54	1562
57	1559
48	1559
50	1558
55	1558
Other values (86)	129119

Length

Max length	3
Median length	2
Mean length	1.899733411
Min length	1

Characters and Unicode

Total characters	260102
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
54	1562	1.1%
57	1559	1.1%
48	1559	1.1%
50	1558	1.1%
55	1558	1.1%
52	1558	1.1%
47	1557	1.1%
49	1556	1.1%
51	1556	1.1%
60	1556	1.1%
Other values (81)	121336	88.6%

Histogram of lengths of the category

Value	Count	Frequency (%)
54	1562	1.1%
57	1559	1.1%
48	1559	1.1%
50	1558	1.1%
52	1558	1.1%
55	1558	1.1%
47	1557	1.1%
60	1556	1.1%
51	1556	1.1%
49	1556	1.1%
Other values (81)	121336	88.6%

Most occurring characters

Value	Count	Frequency (%)
5	29124	11.2%
1	29067	11.2%
6	29022	11.2%
4	29012	11.2%
3	28759	11.1%
2	28743	11.1%
7	28500	11.0%
8	26575	10.2%
0	15142	5.8%
9	14724	5.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	258668	99.4%
Math Symbol	1434	0.6%

Most frequent character per category

Value	Count	Frequency (%)
5	29124	11.3%
1	29067	11.2%
6	29022	11.2%
4	29012	11.2%
3	28759	11.1%
2	28743	11.1%
7	28500	11.0%
8	26575	10.3%
0	15142	5.9%
9	14724	5.7%

Value	Count	Frequency (%)
+	1434	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	260102	100.0%

Most frequent character per script

Value	Count	Frequency (%)
5	29124	11.2%
1	29067	11.2%
6	29022	11.2%
4	29012	11.2%
3	28759	11.1%
2	28743	11.1%
7	28500	11.0%
8	26575	10.2%
0	15142	5.8%
9	14724	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260102	100.0%

Most frequent character per block

Value	Count	Frequency (%)
5	29124	11.2%
1	29067	11.2%
6	29022	11.2%
4	29012	11.2%
3	28759	11.1%
2	28743	11.1%
7	28500	11.0%
8	26575	10.2%
0	15142	5.8%
9	14724	5.7%

POSTCODE_3
Real number (ℝ_≥0)

Distinct	794
Distinct (%)	0.6%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	541.178556

Minimum	0
Maximum	999
Zeros	182
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	144
Q1	318
median	539
Q3	763
95-th percentile	955
Maximum	999
Range	999
Interquartile range (IQR)	445

Descriptive statistics

Standard deviation	258.2297375
Coefficient of variation (CV)	0.4771618065
Kurtosis	-1.167168121
Mean	541.178556
Median Absolute Deviation (MAD)	223
Skewness	0.03576618106
Sum	74095462
Variance	66682.59731
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
685	182	0.1%
534	182	0.1%
666	182	0.1%
537	182	0.1%
488	182	0.1%
924	182	0.1%
656	182	0.1%
860	182	0.1%
445	182	0.1%
311	182	0.1%
Other values (784)	135095	98.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	182	0.1%
101	182	0.1%
102	182	0.1%
103	182	0.1%
104	16	< 0.1%

Value	Count	Frequency (%)
999	166	0.1%
998	182	0.1%
997	172	0.1%
996	176	0.1%
995	180	0.1%

AANTAL_BSN
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	1126
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.8387478

Minimum	10
Maximum	356551
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	10
5-th percentile	16
Q1	41
median	82
Q3	163
95-th percentile	381
Maximum	356551
Range	356541
Interquartile range (IQR)	122

Descriptive statistics

Standard deviation	972.1535101
Coefficient of variation (CV)	7.60452935
Kurtosis	131972.1916
Mean	127.8387478
Median Absolute Deviation (MAD)	50
Skewness	359.9627084
Sum	17503170
Variance	945082.4472
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	1161	0.8%
21	1148	0.8%
29	1147	0.8%
28	1140	0.8%
22	1140	0.8%
20	1137	0.8%
18	1133	0.8%
33	1128	0.8%
35	1127	0.8%
30	1123	0.8%
Other values (1116)	125532	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10	1022	0.7%
11	1034	0.8%
12	1078	0.8%
13	1066	0.8%
14	1066	0.8%

Value	Count	Frequency (%)
356551	1	< 0.1%
2311	1	< 0.1%
2292	1	< 0.1%
2232	1	< 0.1%
2130	1	< 0.1%

AANTAL_VERZEKERDEJAREN
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	34846
Distinct (%)	25.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	124.5254763

Minimum	3.09
Maximum	196219.74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	3.09
5-th percentile	15.27
Q1	40
median	81
Q3	160.34
95-th percentile	376.0325
Maximum	196219.74
Range	196216.65
Interquartile range (IQR)	120.34

Descriptive statistics

Standard deviation	545.3718356
Coefficient of variation (CV)	4.37960048
Kurtosis	122082.8639
Mean	124.5254763
Median Absolute Deviation (MAD)	50
Skewness	339.5691361
Sum	17049530.11
Variance	297430.4391
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	749	0.5%
11	738	0.5%
19	718	0.5%
21	710	0.5%
15	707	0.5%
10	704	0.5%
16	703	0.5%
14	701	0.5%
13	689	0.5%
18	682	0.5%
Other values (34836)	129815	94.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3.09	1	< 0.1%
3.95	1	< 0.1%
4.1	1	< 0.1%
4.33	1	< 0.1%
4.47	1	< 0.1%

Value	Count	Frequency (%)
196219.74	1	< 0.1%
2220.62	1	< 0.1%
2191.36	1	< 0.1%
2130.01	1	< 0.1%
2047.13	1	< 0.1%

KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG
Real number (ℝ)

SKEWED

Distinct	136549
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	165218.8045

Minimum	-7777
Maximum	46978766.76
Zeros	19
Zeros (%)	< 0.1%
Negative	1
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-7777
5-th percentile	6303.62
Q1	32441.9675
median	88496.32
Q3	215527.94
95-th percentile	576265.5525
Maximum	46978766.76
Range	46986543.76
Interquartile range (IQR)	183085.9725

Descriptive statistics

Standard deviation	246118.0601
Coefficient of variation (CV)	1.4896492
Kurtosis	9567.953488
Mean	165218.8045
Median Absolute Deviation (MAD)	68699.18
Skewness	52.17140102
Sum	2.262109784 × 10¹⁰
Variance	6.057409949 × 10¹⁰
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	< 0.1%
68924.49	2	< 0.1%
20135.89	2	< 0.1%
10450.26	2	< 0.1%
42567.54	2	< 0.1%
63450.96	2	< 0.1%
45953.5	2	< 0.1%
16293.95	2	< 0.1%
84962.09	2	< 0.1%
15847.02	2	< 0.1%
Other values (136539)	136879	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-7777	1	< 0.1%
0	19	< 0.1%
12.52	1	< 0.1%
23	1	< 0.1%
25.71	1	< 0.1%

Value	Count	Frequency (%)
46978766.76	1	< 0.1%
4462180.08	1	< 0.1%
4142347.5	1	< 0.1%
3839430.5	1	< 0.1%
3616606.71	1	< 0.1%

KOSTEN_FARMACIE
Real number (ℝ_≥0)

SKEWED

Distinct	134842
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33974.63187

Minimum	14.11
Maximum	8368957.11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	14.11
5-th percentile	906.0675
Q1	4957.82
median	15929.88
Q3	43154.03
95-th percentile	125922.9925
Maximum	8368957.11
Range	8368943
Interquartile range (IQR)	38196.21

Descriptive statistics

Standard deviation	54331.59987
Coefficient of variation (CV)	1.599181415
Kurtosis	4067.416092
Mean	33974.63187
Median Absolute Deviation (MAD)	13287.735
Skewness	29.41423327
Sum	4651670697
Variance	2951922745
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3899.74	3	< 0.1%
2797.03	3	< 0.1%
6985.33	3	< 0.1%
28952.86	3	< 0.1%
2217.62	3	< 0.1%
4341.59	3	< 0.1%
2848.8	3	< 0.1%
765.86	3	< 0.1%
913.71	3	< 0.1%
10959.43	3	< 0.1%
Other values (134832)	136886	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14.11	1	< 0.1%
14.14	1	< 0.1%
14.16	1	< 0.1%
14.32	1	< 0.1%
14.98	1	< 0.1%

Value	Count	Frequency (%)
8368957.11	1	< 0.1%
1231629.74	1	< 0.1%
1166271.42	1	< 0.1%
1147381.84	1	< 0.1%
1015539.56	1	< 0.1%

KOSTEN_SPECIALISTISCHE_GGZ
Real number (ℝ)

SKEWED
ZEROS

Distinct	69094
Distinct (%)	50.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21524.51238

Minimum	-66348.6
Maximum	7669881.83
Zeros	52814
Zeros (%)	38.6%
Negative	5
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-66348.6
5-th percentile	0
Q1	0
median	2561.32
Q3	19746.3775
95-th percentile	108695.9
Maximum	7669881.83
Range	7736230.43
Interquartile range (IQR)	19746.3775

Descriptive statistics

Standard deviation	51905.61999
Coefficient of variation (CV)	2.411465545
Kurtosis	3468.236635
Mean	21524.51238
Median Absolute Deviation (MAD)	2561.32
Skewness	27.03511978
Sum	2947050137
Variance	2694193386
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	52814	38.6%
616.73	181	0.1%
1109.94	163	0.1%
2502.32	145	0.1%
1028.98	125	0.1%
2500.54	106	0.1%
2450.72	98	0.1%
585.66	93	0.1%
635.02	88	0.1%
320.74	87	0.1%
Other values (69084)	83016	60.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-66348.6	1	< 0.1%
-56879.22	1	< 0.1%
-28221.91	1	< 0.1%
-17118.93	1	< 0.1%
-15556.56	1	< 0.1%

Value	Count	Frequency (%)
7669881.83	1	< 0.1%
1160281.64	1	< 0.1%
910582.08	1	< 0.1%
890716.44	1	< 0.1%
857109.74	1	< 0.1%

KOSTEN_HUISARTS_INSCHRIJFTARIEF
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	35375
Distinct (%)	25.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8055.889751

Minimum	59.96
Maximum	3973069.45
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	59.96
5-th percentile	1074
Q1	2698.2
median	5456.36
Q3	10611.45
95-th percentile	23699.9925
Maximum	3973069.45
Range	3973009.49
Interquartile range (IQR)	7913.25

Descriptive statistics

Standard deviation	13390.55662
Coefficient of variation (CV)	1.662207035
Kurtosis	56149.53843
Mean	8055.889751
Median Absolute Deviation (MAD)	3327.78
Skewness	190.2163179
Sum	1102980201
Variance	179307006.5
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
719.52	529	0.4%
659.56	488	0.4%
1259.16	483	0.4%
1019.32	477	0.3%
1139.24	474	0.3%
1199.2	469	0.3%
959.36	465	0.3%
899.4	453	0.3%
1319.12	452	0.3%
599.6	446	0.3%
Other values (35365)	132180	96.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
59.96	1	< 0.1%
104.93	1	< 0.1%
149.9	2	< 0.1%
164.89	8	< 0.1%
179.88	6	< 0.1%

Value	Count	Frequency (%)
3973069.45	1	< 0.1%
133923.66	1	< 0.1%
130108.5	1	< 0.1%
127593.25	1	< 0.1%
121932.84	1	< 0.1%

KOSTEN_HUISARTS_CONSULT
Real number (ℝ_≥0)

SKEWED

Distinct	95969
Distinct (%)	70.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5202.935385

Minimum	0
Maximum	1261062.66
Zeros	38
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	429.185
Q1	1440.44
median	3217.68
Q3	6764.4125
95-th percentile	16346.91
Maximum	1261062.66
Range	1261062.66
Interquartile range (IQR)	5323.9725

Descriptive statistics

Standard deviation	7016.106244
Coefficient of variation (CV)	1.348489982
Kurtosis	7525.288994
Mean	5202.935385
Median Absolute Deviation (MAD)	2165.86
Skewness	44.70295717
Sum	712365101.2
Variance	49225746.83
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	38	< 0.1%
198.49	22	< 0.1%
249.27	20	< 0.1%
272.36	20	< 0.1%
226.2	19	< 0.1%
337	19	< 0.1%
355.45	19	< 0.1%
332.37	19	< 0.1%
300.04	18	< 0.1%
443.17	18	< 0.1%
Other values (95959)	136704	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	38	< 0.1%
1.75	1	< 0.1%
2	1	< 0.1%
2.48	3	< 0.1%
2.92	1	< 0.1%

Value	Count	Frequency (%)
1261062.66	1	< 0.1%
236449.85	1	< 0.1%
166311.62	1	< 0.1%
150052.21	1	< 0.1%
144627.1	1	< 0.1%

KOSTEN_HUISARTS_MDZ
Real number (ℝ_≥0)

ZEROS

Distinct	102579
Distinct (%)	74.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4141.753646

Minimum	0
Maximum	793129.65
Zeros	11082
Zeros (%)	8.1%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	168.6
median	1474.31
Q3	5177.05
95-th percentile	17146.29
Maximum	793129.65
Range	793129.65
Interquartile range (IQR)	5008.45

Descriptive statistics

Standard deviation	7124.624366
Coefficient of variation (CV)	1.720195109
Kurtosis	1113.478075
Mean	4141.753646
Median Absolute Deviation (MAD)	1453.43
Skewness	12.89649631
Sum	567072342.2
Variance	50760272.35
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11082	8.1%
0.22	177	0.1%
22.82	160	0.1%
0.33	157	0.1%
41.82	137	0.1%
414.48	124	0.1%
235	122	0.1%
3.2	121	0.1%
0.26	121	0.1%
0.55	112	0.1%
Other values (102569)	124603	91.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11082	8.1%
0.11	68	< 0.1%
0.12	2	< 0.1%
0.13	26	< 0.1%
0.16	6	< 0.1%

Value	Count	Frequency (%)
793129.65	1	< 0.1%
148980.28	1	< 0.1%
134874.46	1	< 0.1%
116405.58	1	< 0.1%
107586.71	1	< 0.1%

KOSTEN_HUISARTS_OVERIG
Real number (ℝ)

HIGH CORRELATION
SKEWED

Distinct	128820
Distinct (%)	94.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6182.330392

Minimum	-236.47
Maximum	3402557.07
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-236.47
5-th percentile	725.16
Q1	1980.7975
median	3995.355
Q3	7954.2975
95-th percentile	18781
Maximum	3402557.07
Range	3402793.54
Interquartile range (IQR)	5973.5

Descriptive statistics

Standard deviation	11369.87941
Coefficient of variation (CV)	1.839092816
Kurtosis	58158.58309
Mean	6182.330392
Median Absolute Deviation (MAD)	2480.33
Skewness	195.4210711
Sum	846459948
Variance	129274157.8
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3563.21	4	< 0.1%
2679.17	4	< 0.1%
4844.22	4	< 0.1%
1966.38	4	< 0.1%
2232.35	4	< 0.1%
2235.69	4	< 0.1%
3999	4	< 0.1%
4802.8	4	< 0.1%
1770.46	4	< 0.1%
3218.05	4	< 0.1%
Other values (128810)	136876	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-236.47	1	< 0.1%
31.38	1	< 0.1%
70.32	1	< 0.1%
72.26	1	< 0.1%
82.15	1	< 0.1%

Value	Count	Frequency (%)
3402557.07	1	< 0.1%
192792.03	1	< 0.1%
161228.24	1	< 0.1%
143081.98	1	< 0.1%
137433.24	1	< 0.1%

KOSTEN_HULPMIDDELEN
Real number (ℝ_≥0)

ZEROS

Distinct	119605
Distinct (%)	87.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10638.33065

Minimum	0
Maximum	1675945.12
Zeros	6525
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	6.4075
Q1	1028.1325
median	5060.01
Q3	13791.9725
95-th percentile	39410.215
Maximum	1675945.12
Range	1675945.12
Interquartile range (IQR)	12763.84

Descriptive statistics

Standard deviation	16990.32385
Coefficient of variation (CV)	1.597085521
Kurtosis	755.641834
Mean	10638.33065
Median Absolute Deviation (MAD)	4713.01
Skewness	12.12283136
Sum	1456557680
Variance	288671104.6
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6525	4.8%
29.1	838	0.6%
30.55	285	0.2%
23.5	273	0.2%
58.2	173	0.1%
30.71	141	0.1%
29.42	131	0.1%
46	126	0.1%
32.33	118	0.1%
59.65	86	0.1%
Other values (119595)	128220	93.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6525	4.8%
0.18	1	< 0.1%
0.19	1	< 0.1%
0.2	3	< 0.1%
0.21	2	< 0.1%

Value	Count	Frequency (%)
1675945.12	1	< 0.1%
706827.19	1	< 0.1%
543395.35	1	< 0.1%
461447.34	1	< 0.1%
454747.29	1	< 0.1%

KOSTEN_MONDZORG
Real number (ℝ)

ZEROS

Distinct	95906
Distinct (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5379.195574

Minimum	-444.08
Maximum	938749.29
Zeros	27688
Zeros (%)	20.2%
Negative	20
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-444.08
5-th percentile	0
Q1	144.4775
median	1653.65
Q3	5704.5075
95-th percentile	22786.1675
Maximum	938749.29
Range	939193.37
Interquartile range (IQR)	5560.03

Descriptive statistics

Standard deviation	11338.41865
Coefficient of variation (CV)	2.107827925
Kurtosis	395.0284354
Mean	5379.195574
Median Absolute Deviation (MAD)	1653.65
Skewness	9.661026124
Sum	736497941.2
Variance	128559737.4
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27688	20.2%
84.98	267	0.2%
20.44	222	0.2%
74.19	198	0.1%
40.88	128	0.1%
61.32	90	0.1%
59.53	79	0.1%
120.3	75	0.1%
162.55	75	0.1%
156.31	70	0.1%
Other values (95896)	108024	78.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-444.08	1	< 0.1%
-441.9	1	< 0.1%
-83.5	13	< 0.1%
-82.88	1	< 0.1%
-48.02	1	< 0.1%

Value	Count	Frequency (%)
938749.29	1	< 0.1%
271261.5	1	< 0.1%
270464.06	1	< 0.1%
265425.58	1	< 0.1%
261961.26	1	< 0.1%

KOSTEN_PARAMEDISCHE_ZORG_FYSIOTHERAPIE
Real number (ℝ_≥0)

ZEROS

Distinct	76018
Distinct (%)	55.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3625.310251

Minimum	0
Maximum	340085.91
Zeros	29337
Zeros (%)	21.4%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	171
median	1768.425
Q3	4883.5
95-th percentile	13733.5875
Maximum	340085.91
Range	340085.91
Interquartile range (IQR)	4712.5

Descriptive statistics

Standard deviation	5253.34491
Coefficient of variation (CV)	1.449074575
Kurtosis	139.1174201
Mean	3625.310251
Median Absolute Deviation (MAD)	1768.425
Skewness	4.866484901
Sum	496362978.3
Variance	27597632.75
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	29337	21.4%
29.5	131	0.1%
28.5	119	0.1%
59	98	0.1%
85.5	97	0.1%
57	93	0.1%
88.5	91	0.1%
206.5	89	0.1%
32.75	89	0.1%
29.25	86	0.1%
Other values (76008)	106686	77.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29337	21.4%
7.12	1	< 0.1%
9.05	1	< 0.1%
10	1	< 0.1%
12.65	1	< 0.1%

Value	Count	Frequency (%)
340085.91	1	< 0.1%
121763.26	1	< 0.1%
92821.35	1	< 0.1%
88719.4	1	< 0.1%
79761.98	1	< 0.1%

KOSTEN_PARAMEDISCHE_ZORG_OVERIG
Real number (ℝ)

ZEROS

Distinct	74302
Distinct (%)	54.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1736.739558

Minimum	-46.02
Maximum	258441.47
Zeros	22856
Zeros (%)	16.7%
Negative	2
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-46.02
5-th percentile	0
Q1	122.045
median	518.47
Q3	1514.2375
95-th percentile	6435.145
Maximum	258441.47
Range	258487.49
Interquartile range (IQR)	1392.1925

Descriptive statistics

Standard deviation	5016.948869
Coefficient of variation (CV)	2.888716875
Kurtosis	247.1896119
Mean	1736.739558
Median Absolute Deviation (MAD)	518.47
Skewness	11.48801444
Sum	237787433.3
Variance	25169775.95
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22856	16.7%
176.88	512	0.4%
178.8	455	0.3%
186	422	0.3%
93	376	0.3%
88.44	375	0.3%
117.92	358	0.3%
180	344	0.3%
89.4	302	0.2%
124	300	0.2%
Other values (74292)	110616	80.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-46.02	1	< 0.1%
-28.9	1	< 0.1%
0	22856	16.7%
3.88	1	< 0.1%
8.94	1	< 0.1%

Value	Count	Frequency (%)
258441.47	1	< 0.1%
219682.47	1	< 0.1%
207652.46	1	< 0.1%
184182.51	1	< 0.1%
168919.61	1	< 0.1%

KOSTEN_ZIEKENVERVOER_ZITTEND
Real number (ℝ)

ZEROS

Distinct	33337
Distinct (%)	24.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	760.0814567

Minimum	-114.92
Maximum	136850
Zeros	88328
Zeros (%)	64.5%
Negative	3
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-114.92
5-th percentile	0
Q1	0
median	0
Q3	412.985
95-th percentile	4466.335
Maximum	136850
Range	136964.92
Interquartile range (IQR)	412.985

Descriptive statistics

Standard deviation	2134.031625
Coefficient of variation (CV)	2.807635427
Kurtosis	162.8472167
Mean	760.0814567
Median Absolute Deviation (MAD)	0
Skewness	7.025894536
Sum	104067312.7
Variance	4554090.977
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	88328	64.5%
68	53	< 0.1%
0.8	46	< 0.1%
101.6	45	< 0.1%
28.8	42	< 0.1%
12	40	< 0.1%
236	39	< 0.1%
202.4	38	< 0.1%
404	35	< 0.1%
14.4	34	< 0.1%
Other values (33327)	48216	35.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-114.92	1	< 0.1%
-100	1	< 0.1%
-39.12	1	< 0.1%
0	88328	64.5%
0.01	1	< 0.1%

Value	Count	Frequency (%)
136850	1	< 0.1%
46078.71	1	< 0.1%
42960.97	1	< 0.1%
41745.03	1	< 0.1%
41298.8	1	< 0.1%

KOSTEN_ZIEKENVERVOER_LIGGEND
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	34449
Distinct (%)	25.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4087.406303

Minimum	0
Maximum	1863993.75
Zeros	32887
Zeros (%)	24.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	509.39
median	1781.67
Q3	5094.565
95-th percentile	15605.5725
Maximum	1863993.75
Range	1863993.75
Interquartile range (IQR)	4585.175

Descriptive statistics

Standard deviation	8478.113404
Coefficient of variation (CV)	2.074203731
Kurtosis	16981.06412
Mean	4087.406303
Median Absolute Deviation (MAD)	1781.67
Skewness	80.99502686
Sum	559631321.4
Variance	71878406.9
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32887	24.0%
697.89	903	0.7%
721.29	901	0.7%
693.99	829	0.6%
729.09	799	0.6%
701.79	774	0.6%
736.89	764	0.6%
713.49	762	0.6%
717.39	759	0.6%
705.69	743	0.5%
Other values (34439)	96795	70.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32887	24.0%
6.24	1	< 0.1%
7.6	1	< 0.1%
18.44	1	< 0.1%
23.68	1	< 0.1%

Value	Count	Frequency (%)
1863993.75	1	< 0.1%
334469.07	1	< 0.1%
277647.96	1	< 0.1%
246295.68	1	< 0.1%
227647.73	1	< 0.1%

KOSTEN_KRAAMZORG
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	15582
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2159.761131

Minimum	-144.51
Maximum	923607.73
Zeros	119707
Zeros (%)	87.4%
Negative	1
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-144.51
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11973.1575
Maximum	923607.73
Range	923752.24
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	10594.81061
Coefficient of variation (CV)	4.905547405
Kurtosis	528.7407824
Mean	2159.761131
Median Absolute Deviation (MAD)	0
Skewness	13.04207752
Sum	295705855
Variance	112250011.9
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	119707	87.4%
21.64	223	0.2%
86.53	122	0.1%
43.27	100	0.1%
108.16	85	0.1%
104.89	62	< 0.1%
40	52	< 0.1%
10	38	< 0.1%
43.29	32	< 0.1%
30	25	< 0.1%
Other values (15572)	16470	12.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-144.51	1	< 0.1%
0	119707	87.4%
2.1	1	< 0.1%
8.25	1	< 0.1%
8.32	12	< 0.1%

Value	Count	Frequency (%)
923607.73	1	< 0.1%
342528.49	1	< 0.1%
340512.79	1	< 0.1%
323931.42	1	< 0.1%
277844.88	1	< 0.1%

KOSTEN_VERLOSKUNDIGE_ZORG
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	14541
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1534.488048

Minimum	-152.78
Maximum	845092.35
Zeros	118983
Zeros (%)	86.9%
Negative	1
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-152.78
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	7889.535
Maximum	845092.35
Range	845245.13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8216.922456
Coefficient of variation (CV)	5.354829885
Kurtosis	1013.114629
Mean	1534.488048
Median Absolute Deviation (MAD)	0
Skewness	18.26861037
Sum	210095965.6
Variance	67517814.65
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	118983	86.9%
294.18	290	0.2%
36.48	200	0.1%
1563.06	89	0.1%
1636.02	85	0.1%
1599.54	81	0.1%
43.77	78	0.1%
211.54	77	0.1%
167.77	68	< 0.1%
72.96	62	< 0.1%
Other values (14531)	16903	12.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-152.78	1	< 0.1%
0	118983	86.9%
27.63	8	< 0.1%
34.8	2	< 0.1%
36.48	200	0.1%

Value	Count	Frequency (%)
845092.35	1	< 0.1%
333279.3	1	< 0.1%
326058.55	1	< 0.1%
321894.7	1	< 0.1%
305078.57	1	< 0.1%

KOSTEN_GENERALISTISCHE_BASIS_GGZ
Real number (ℝ)

SKEWED
ZEROS

Distinct	29818
Distinct (%)	21.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1534.637771

Minimum	-218.41
Maximum	526191.06
Zeros	75148
Zeros (%)	54.9%
Negative	2
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-218.41
5-th percentile	0
Q1	0
median	0
Q3	1686.58
95-th percentile	7315.235
Maximum	526191.06
Range	526409.47
Interquartile range (IQR)	1686.58

Descriptive statistics

Standard deviation	3650.853125
Coefficient of variation (CV)	2.378967333
Kurtosis	3180.788237
Mean	1534.637771
Median Absolute Deviation (MAD)	0
Skewness	26.69994527
Sum	210116465
Variance	13328728.54
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	75148	54.9%
1262.82	2028	1.5%
1199.68	1122	0.8%
1136.54	905	0.7%
1165.48	895	0.7%
805.34	707	0.5%
1212.31	701	0.5%
765.07	660	0.5%
724.81	607	0.4%
192.92	521	0.4%
Other values (29808)	53622	39.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-218.41	1	< 0.1%
-100.32	1	< 0.1%
0	75148	54.9%
4.6	1	< 0.1%
12.86	1	< 0.1%

Value	Count	Frequency (%)
526191.06	1	< 0.1%
114056.4	1	< 0.1%
105632.97	1	< 0.1%
105581.3	1	< 0.1%
99291.36	1	< 0.1%

KOSTEN_LANGDURIGE_GGZ
Real number (ℝ_≥0)

ZEROS

Distinct	2031
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1069.980375

Minimum	0
Maximum	590133.67
Zeros	134601
Zeros (%)	98.3%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	590133.67
Range	590133.67
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11172.98936
Coefficient of variation (CV)	10.44223765
Kurtosis	381.1033838
Mean	1069.980375
Median Absolute Deviation (MAD)	0
Skewness	16.26609839
Sum	146497433.1
Variance	124835691.2
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	134601	98.3%
87191.2	26	< 0.1%
87906.6	23	< 0.1%
88618.35	21	< 0.1%
144295.45	10	< 0.1%
89330.1	8	< 0.1%
87913.9	8	< 0.1%
143025.25	7	< 0.1%
146832.2	7	< 0.1%
79679.5	7	< 0.1%
Other values (2021)	2198	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	134601	98.3%
216.47	1	< 0.1%
239.47	1	< 0.1%
477.76	1	< 0.1%
478.94	1	< 0.1%

Value	Count	Frequency (%)
590133.67	1	< 0.1%
475537.49	1	< 0.1%
448251.02	1	< 0.1%
427507.44	1	< 0.1%
415939.05	1	< 0.1%

KOSTEN_GRENSOVERSCHRIJDENDE_ZORG
Real number (ℝ)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	64331
Distinct (%)	47.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2240.297002

Minimum	-378.77
Maximum	38535043.17
Zeros	53547
Zeros (%)	39.1%
Negative	1
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-378.77
5-th percentile	0
Q1	0
median	98.35
Q3	839.0575
95-th percentile	9513.81
Maximum	38535043.17
Range	38535421.94
Interquartile range (IQR)	839.0575

Descriptive statistics

Standard deviation	104431.1475
Coefficient of variation (CV)	46.61486733
Kurtosis	135381.9081
Mean	2240.297002
Median Absolute Deviation (MAD)	98.35
Skewness	366.9142618
Sum	306732504.3
Variance	1.090586457 × 10¹⁰
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	53547	39.1%
27.63	455	0.3%
25	336	0.2%
50	292	0.2%
27.65	167	0.1%
55.27	151	0.1%
100	145	0.1%
60	140	0.1%
40	132	0.1%
80	116	0.1%
Other values (64321)	81435	59.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-378.77	1	< 0.1%
0	53547	39.1%
0.1	2	< 0.1%
0.12	1	< 0.1%
0.14	1	< 0.1%

Value	Count	Frequency (%)
38535043.17	1	< 0.1%
565883.31	1	< 0.1%
390986.86	1	< 0.1%
381327.75	1	< 0.1%
341457.94	1	< 0.1%

KOSTEN_EERSTELIJNS_ONDERSTEUNING
Real number (ℝ_≥0)

ZEROS

Distinct	687
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.014787972

Minimum	0
Maximum	753.88
Zeros	58122
Zeros (%)	42.5%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.88
Q3	5.64
95-th percentile	35.72
Maximum	753.88
Range	753.88
Interquartile range (IQR)	5.64

Descriptive statistics

Standard deviation	25.49039931
Coefficient of variation (CV)	3.180420917
Kurtosis	64.7443214
Mean	8.014787972
Median Absolute Deviation (MAD)	1.88
Skewness	6.996626101
Sum	1097352.71
Variance	649.7604571
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	58122	42.5%
1.88	26573	19.4%
3.76	13272	9.7%
5.64	7216	5.3%
7.52	4389	3.2%
9.4	2690	2.0%
11.28	1991	1.5%
13.16	1389	1.0%
15.04	1131	0.8%
1.41	977	0.7%
Other values (677)	19166	14.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	58122	42.5%
0.47	384	0.3%
0.94	412	0.3%
1.41	977	0.7%
1.88	26573	19.4%

Value	Count	Frequency (%)
753.88	1	< 0.1%
452.61	1	< 0.1%
447.91	1	< 0.1%
429.11	1	< 0.1%
412.66	1	< 0.1%

KOSTEN_GERIATRISCHE_REVALIDATIEZORG
Real number (ℝ_≥0)

ZEROS

Distinct	11575
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5202.749319

Minimum	0
Maximum	917725.19
Zeros	113073
Zeros (%)	82.6%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	33003.2525
Maximum	917725.19
Range	917725.19
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	18580.47046
Coefficient of variation (CV)	3.571279207
Kurtosis	231.6099099
Mean	5202.749319
Median Absolute Deviation (MAD)	0
Skewness	10.05508917
Sum	712339625.8
Variance	345233882.5
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	113073	82.6%
10821.25	408	0.3%
10663.03	277	0.2%
12914.82	201	0.1%
19172.94	184	0.1%
5677.02	182	0.1%
10932.81	167	0.1%
5594.02	154	0.1%
14034.6	149	0.1%
18892.62	144	0.1%
Other values (11565)	21977	16.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	113073	82.6%
256.93	1	< 0.1%
258.05	1	< 0.1%
262.08	1	< 0.1%
263.42	1	< 0.1%

Value	Count	Frequency (%)
917725.19	1	< 0.1%
838777.4	1	< 0.1%
799103	1	< 0.1%
775131.87	1	< 0.1%
646977.02	1	< 0.1%

KOSTEN_VERPLEGING_EN_VERZORGING
Real number (ℝ)

ZEROS

Distinct	67257
Distinct (%)	49.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25079.22121

Minimum	-2784.46
Maximum	5598974.62
Zeros	63022
Zeros (%)	46.0%
Negative	3
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-2784.46
5-th percentile	0
Q1	0
median	244.635
Q3	18909.315
95-th percentile	121325.8825
Maximum	5598974.62
Range	5601759.08
Interquartile range (IQR)	18909.315

Descriptive statistics

Standard deviation	84878.18013
Coefficient of variation (CV)	3.384402547
Kurtosis	463.3123273
Mean	25079.22121
Median Absolute Deviation (MAD)	244.635
Skewness	15.2946965
Sum	3433746651
Variance	7204305462
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	63022	46.0%
682	159	0.1%
1364	59	< 0.1%
162.96	54	< 0.1%
53.52	40	< 0.1%
722	40	< 0.1%
108.96	37	< 0.1%
54.48	35	< 0.1%
163.44	33	< 0.1%
71.04	32	< 0.1%
Other values (67247)	73405	53.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2784.46	1	< 0.1%
-1374.84	1	< 0.1%
-988.26	1	< 0.1%
0	63022	46.0%
3.77	1	< 0.1%

Value	Count	Frequency (%)
5598974.62	1	< 0.1%
4198428.66	1	< 0.1%
3974729.99	1	< 0.1%
3292775.15	1	< 0.1%
3285374.97	1	< 0.1%

KOSTEN_OVERIG
Real number (ℝ)

ZEROS

Distinct	58737
Distinct (%)	42.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3979.077726

Minimum	-1432.6
Maximum	834029.68
Zeros	48825
Zeros (%)	35.7%
Negative	7
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-1432.6
5-th percentile	0
Q1	0
median	253.2
Q3	1969.3775
95-th percentile	20354.3975
Maximum	834029.68
Range	835462.28
Interquartile range (IQR)	1969.3775

Descriptive statistics

Standard deviation	13933.25975
Coefficient of variation (CV)	3.501630456
Kurtosis	335.874178
Mean	3979.077726
Median Absolute Deviation (MAD)	253.2
Skewness	12.63101444
Sum	544799406
Variance	194135727.4
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48825	35.7%
90	886	0.6%
63.03	756	0.6%
354.76	471	0.3%
72.74	436	0.3%
98.91	377	0.3%
2222.36	370	0.3%
262.39	357	0.3%
50.19	356	0.3%
67.86	354	0.3%
Other values (58727)	83728	61.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1432.6	1	< 0.1%
-761.82	1	< 0.1%
-564.29	1	< 0.1%
-119.78	1	< 0.1%
-114.66	1	< 0.1%

Value	Count	Frequency (%)
834029.68	1	< 0.1%
762560.69	1	< 0.1%
548580.59	1	< 0.1%
495262.09	1	< 0.1%
477522.07	1	< 0.1%

Pearson's r
Spearman's ρ

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	GESLACHT	LEEFTIJDSKLASSE	POSTCODE_3	AANTAL_BSN	AANTAL_VERZEKERDEJAREN	KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG	KOSTEN_FARMACIE	KOSTEN_SPECIALISTISCHE_GGZ	KOSTEN_HUISARTS_INSCHRIJFTARIEF	KOSTEN_HUISARTS_CONSULT	KOSTEN_HUISARTS_MDZ	KOSTEN_HUISARTS_OVERIG	KOSTEN_HULPMIDDELEN	KOSTEN_MONDZORG	KOSTEN_PARAMEDISCHE_ZORG_FYSIOTHERAPIE	KOSTEN_PARAMEDISCHE_ZORG_OVERIG	KOSTEN_ZIEKENVERVOER_ZITTEND	KOSTEN_ZIEKENVERVOER_LIGGEND	KOSTEN_KRAAMZORG	KOSTEN_VERLOSKUNDIGE_ZORG	KOSTEN_GENERALISTISCHE_BASIS_GGZ	KOSTEN_LANGDURIGE_GGZ	KOSTEN_GRENSOVERSCHRIJDENDE_ZORG	KOSTEN_EERSTELIJNS_ONDERSTEUNING	KOSTEN_GERIATRISCHE_REVALIDATIEZORG	KOSTEN_VERPLEGING_EN_VERZORGING	KOSTEN_OVERIG
0	NaN	NaN	NaN	356551	196219.74	46978766.76	8368957.11	7669881.83	3973069.45	1261062.66	793129.65	3402557.07	1675945.12	938749.29	340085.91	258441.47	136850.0	1863993.75	923607.73	845092.35	526191.06	120330.77	38535043.17	753.88	281934.95	696777.02	495262.09
1	M	0	0.0	330	145.14	1124998.02	25381.10	0.00	5278.15	6296.83	122.14	12654.51	1338.10	2062.27	16851.35	2565.80	0.0	11936.65	0.00	0.00	0.00	0.00	4178.53	46.06	0.00	0.00	0.00
2	M	0	101.0	579	278.41	1786934.26	32112.93	0.00	8995.67	11378.90	619.71	21995.33	1736.69	219.51	18708.97	122.80	0.0	13096.15	0.00	0.00	0.00	0.00	5221.25	6.58	0.00	200.25	2211.57
3	M	0	102.0	312	157.66	950071.25	12782.99	0.00	5950.24	7131.80	135.57	17602.21	1024.39	97.59	10164.69	265.28	0.0	9365.32	0.00	0.00	0.00	0.00	1206.22	3.76	0.00	0.00	131.87
4	M	0	103.0	341	166.93	1344150.91	24840.02	0.00	5616.56	7491.80	195.65	19003.18	6021.99	223.19	11792.31	561.50	0.0	10201.43	0.00	0.00	0.00	0.00	293.44	4.23	0.00	3333.95	445.49
5	M	0	105.0	957	454.98	2704233.24	49095.53	0.00	16008.61	19426.95	1307.59	43927.74	7059.73	539.31	30362.55	1097.20	0.0	31900.82	0.00	0.00	0.00	0.00	2435.03	10.34	0.00	176.67	593.30
6	M	0	106.0	1099	546.94	4142347.50	90956.51	0.00	20634.17	26067.42	1652.98	73371.20	8767.51	65.09	47360.31	2185.77	0.0	37907.35	0.00	0.00	0.00	0.00	4916.79	11.75	0.00	843.36	1549.87
7	M	0	107.0	653	327.82	2460736.56	66963.34	0.00	11042.90	13761.07	2920.73	29109.52	7507.39	841.46	37536.90	2384.04	0.0	23290.24	0.00	0.00	0.00	0.00	6923.86	5.17	0.00	9170.22	570.07
8	M	0	108.0	285	143.23	1171622.52	33917.01	0.00	4768.53	6665.66	1576.62	15280.09	2583.47	149.55	15982.32	159.50	0.0	13941.08	0.00	0.00	0.00	0.00	44956.42	0.47	0.00	844.44	153.20
9	M	0	109.0	572	286.34	1566585.25	48131.65	0.00	10077.98	12631.00	760.45	31746.88	5188.41	44.56	17210.12	1304.09	0.0	11347.65	0.00	0.00	0.00	0.00	1202.48	8.46	0.00	13.62	105.15

Last rows

	GESLACHT	LEEFTIJDSKLASSE	POSTCODE_3	AANTAL_BSN	AANTAL_VERZEKERDEJAREN	KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG	KOSTEN_FARMACIE	KOSTEN_SPECIALISTISCHE_GGZ	KOSTEN_HUISARTS_INSCHRIJFTARIEF	KOSTEN_HUISARTS_CONSULT	KOSTEN_HUISARTS_MDZ	KOSTEN_HUISARTS_OVERIG	KOSTEN_HULPMIDDELEN	KOSTEN_MONDZORG	KOSTEN_PARAMEDISCHE_ZORG_FYSIOTHERAPIE	KOSTEN_PARAMEDISCHE_ZORG_OVERIG	KOSTEN_ZIEKENVERVOER_ZITTEND	KOSTEN_ZIEKENVERVOER_LIGGEND	KOSTEN_GENERALISTISCHE_BASIS_GGZ	KOSTEN_GRENSOVERSCHRIJDENDE_ZORG	KOSTEN_EERSTELIJNS_ONDERSTEUNING	KOSTEN_GERIATRISCHE_REVALIDATIEZORG	KOSTEN_VERPLEGING_EN_VERZORGING	KOSTEN_OVERIG
136906	V	90+	986.0	60	55.32	68436.71	46633.44	1990.64	5348.88	22070.38	5363.13	10702.96	40854.99	1214.96	0.00	640.50	0.0	8331.36	0.00	0.00	1.88	0.00	159632.50	26012.70
136907	V	90+	990.0	123	107.37	169368.32	85783.62	19345.63	10120.92	22429.30	7599.02	12402.00	74884.34	1317.76	17015.90	582.20	1330.0	21390.44	1010.26	0.00	0.00	21124.01	616432.26	33011.82
136908	V	90+	991.0	54	47.12	51423.68	53651.95	2101.25	5060.46	27292.24	5858.43	7414.42	43662.20	1057.09	1507.80	700.55	0.0	7662.95	0.00	0.00	0.00	5677.02	264190.64	13587.84
136909	V	90+	993.0	183	166.36	296607.32	143427.38	35774.24	15181.38	26272.75	10969.62	30615.40	109523.55	5642.25	7050.46	1673.30	0.0	36787.59	0.00	252.51	3.76	37599.55	784496.26	34423.08
136910	V	90+	994.0	33	30.93	56171.63	22300.35	5711.65	2622.00	5254.56	3785.28	2848.59	11561.42	208.02	0.00	0.00	0.0	4708.22	0.00	0.00	0.00	19172.94	113591.45	2434.56
136911	V	90+	995.0	97	83.20	172813.87	66113.71	2554.20	7161.40	18886.37	7805.77	17350.11	40173.96	601.98	7668.55	1741.42	0.0	32196.16	0.00	0.00	1.88	89439.64	233745.55	43097.16
136912	V	90+	996.0	44	41.91	54520.26	28462.63	1041.71	3198.84	12674.72	6218.02	5870.82	16935.03	344.95	0.00	0.00	0.0	8858.28	0.00	0.00	0.00	5677.02	227809.89	0.00
136913	V	90+	997.0	24	23.17	52800.38	15782.66	1866.95	2438.46	9265.17	3313.01	3345.80	17489.76	760.94	543.00	274.17	0.0	7321.68	0.00	0.00	0.94	0.00	193640.65	610.20
136914	V	90+	998.0	122	106.33	295089.29	108384.18	27094.79	11169.72	35104.05	8219.95	17497.85	99369.30	884.53	2257.50	3618.57	28.9	37321.47	0.00	0.00	5.17	143678.40	965501.12	22138.04
136915	V	90+	999.0	33	30.00	106264.51	33995.48	4223.83	3303.72	6679.17	3577.74	2842.46	28172.65	176.82	45.15	588.50	6922.4	5750.61	0.00	0.00	0.00	32913.75	81615.40	25823.22

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Interactions

Correlations

Pearson's r

Spearman's ρ

Missing values

Sample

First rows

Last rows